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3D scan-based classification of Chinese young female hand morphology
ISSN: 20452322 · Editor / fuente: Nature
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A classification model based on G protein-coupled estrogen receptor binding affinity: development and validation
ISSN: 10048456 · Editor / fuente: The Editorial Office of Chinese Journal of Food Hygiene
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Classification of health product defect reports by deep learning
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Abstract Quality defects in substandard medicines represent a threat to public health. Rapid and accurate identification of these defects is critical to prioritise the cases and implement regulatory measures. However, th...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng
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Open AccessA lightweight deep learning architecture for automatic shrimp disease classification
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Abstract Globally, shrimp aquaculture is a vital source of food, but disease outbreaks present serious economic challenges. Traditional diagnostic techniques, such as visual inspection and polymerase chain reaction (PCR)...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng
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Open AccessA logic-based knowledge-driven bidirectional multi-attention GRU framework for fear level classification in humans
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DOAJ
Abstract The importance of fear level detection in affective computing using physiological signals has not been extensively explored. Accurately detecting fear responses facilitates real-time emotional monitoring and imp...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng
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Material complementarioAdvanced hybrid transformer CNN framework for improved skin lesion classification and segmentation
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Abstract As reported by the World Health Organization (WHO), Skin Cancer (SC) is a growing medical concern with millions of cases diagnosed each year. Deep Learning methods show promising results in early detection and c...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng
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Open AccessDetection and classification of chromosomes with sister chromatid cohesion defects using object detection models
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Abstract Sister chromatid cohesion (SCC) is mediated by a protein complex called cohesin and by regulatory proteins that control cohesin function. A commonly used approach to evaluate the involvement of cohesin regulator...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng
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Open AccessR3MV: a novel reliable system architecture for skin cancer classification using progressive heterogeneous multiblock model
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Abstract Medical picture categorization has been greatly enhanced by the use of deep learning, especially in the timely identification of skin lesions. Still, predictions from a single model remain unreliable due to thei...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng
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Open AccessAutomated detection and segmentation of Weiss ring in fundus photography images using deep learning
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Abstract We developed and evaluated a deep learning system integrating segmentation and classification for automated detection of Weiss rings on fundus photographs (FPs). A U-Net segmenter and two EfficientNet-B0 classif...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng
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Material complementarioKernel-based dynamic ensemble approach for classifying imbalanced data with overlapping classes
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Abstract In many real-world applications, binary and multi-class classification problems involving imbalanced data and overlapping boundaries present a significant challenge for traditional machine learning algorithms. I...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng
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Open AccessRETRACTED ARTICLE: A novel approach integrating topological deep learning from EEG Data in Alzheimer’s disease
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Abstract High-throughput analysis of EEG data has significantly contributed to understanding neural dynamics in Alzheimer’s disease diagnosis. However, the complexity and high dimensionality of EEG signals pose challen...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng
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